smallcloudai/refact

Refact WebUI empowers developers with fine-tuning and self-hosting capabilities for code models, enhancing productivity through advanced code completion and chat features in popular IDEs.

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Revolutionizing Code Development with Refact WebUI

Refact WebUI is a powerful tool designed to enhance the coding experience for developers. This innovative platform offers a range of features that streamline the development process and boost productivity.

Key Features and Capabilities

  • Fine-tuning of Open-Source Code Models: Customize models to fit your specific coding needs and preferences.
  • Self-hosting Options: Maintain control over your data and models by hosting them on your own infrastructure.
  • Llora Management: Efficiently download and upload Lloras to optimize your workflow.
  • Seamless Integration: Utilize models for code completion and chat directly within Refact plugins for popular IDEs.
  • Advanced Model Handling: Benefit from model sharding and the ability to host multiple small models on a single GPU.
  • Flexibility with AI Services: Connect to GPT models from OpenAI and Anthropic for enhanced chat capabilities.

Supported Models and Versatility

Refact WebUI supports a wide array of models, catering to various coding needs:

  • Refact/1.6B for completion and fine-tuning
  • Starcoder series (1b, 3b, 7b, 15b) for diverse coding tasks
  • Starcoder2 models (3b, 7b, 15b) offering advanced capabilities
  • Specialized models like WizardCoder, CodeLlama, and DeepSeek Coder for targeted coding assistance
  • Chat-oriented models including Mistral, Mixtral, and Llama3 for interactive coding support

Easy Setup and Integration

Getting started with Refact WebUI is straightforward:

  1. Install Docker with NVIDIA GPU support on your system.
  2. Run the Refact self-hosting Docker container with a simple command.
  3. Access the Web GUI at http://127.0.0.1:8008 to manage your models and settings.
  4. Install Refact plugins for VS Code or JetBrains IDEs.
  5. Configure the plugins to use your self-hosted Refact instance.

Empowering Developers and Teams

Refact WebUI is designed to cater to individual developers and small teams, offering free usage under the BSD-3-Clause license. For enterprise-level requirements, custom solutions are available through direct contact with the Refact team.

Continuous Improvement and Community Support

The Refact ecosystem is constantly evolving, with ongoing development and community contributions. Developers can stay connected and get support through various channels:

  • GitHub issues for bug reports and feature requests
  • Community forum for discussions and knowledge sharing
  • Discord server for real-time chat with community members
  • Twitter updates for the latest news and product information

Conclusion

Refact WebUI represents a significant leap forward in code development tools. By offering fine-tuning capabilities, self-hosting options, and seamless integration with popular IDEs, it empowers developers to create more efficiently and effectively. Whether you're working on small projects or large-scale applications, Refact WebUI provides the flexibility and power to enhance your coding workflow and boost productivity.